What are the warning signs of roof shingle damage that a standard home inspector might miss during a routine check?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the warning signs of roof shingle damage that a standard home inspector might miss during a routine check?
1 real search · 1 real-search pass
asphalt shingle roof inspection hidden damage granule loss flashing nail pops ventilation attic signs NRCA GAFGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
asphalt shingle roof inspection hidden damage granule loss flashing nail pops ventilation attic signs NRCA GAF Google ↗
- How to Identify Roof Damage and What to Look For · gaf.com
- Roof inspection checklist: What to check, inside and out · nrcia.org
- Understanding Roof Storm Damage Causes Signs How to Inspect and Next Steps · gaf.com
- Technical Advisory Bulletin · gaf.com
- Hail damage roof inspection: Documenting an insurance claim · nrcia.org